{
  "id": 22751,
  "title": "Computational resources",
  "url": "/competitions/grupo-bimbo-inventory-demand/discussion/22751",
  "author_name": "",
  "post_date": "2016-08-08T09:23:32.587Z",
  "votes": null,
  "comment_count": 5,
  "views": 412,
  "content": "<p>Hi Friends, I was thinking what computational resources you guys are using for such big data set.I'm looking for cheap(or free  ) resource which can perform Machine learning on whole data set .</p>",
  "messages": [
    {
      "id": "130537",
      "postDate": "08/08/2016 09:23:32",
      "content": "<p>Hi Friends, I was thinking what computational resources you guys are using for such big data set.I'm looking for cheap(or free  ) resource which can perform Machine learning on whole data set .</p>",
      "rawMarkdown": "Hi Friends, I was thinking what computational resources you guys are using for such big data set.I'm looking for cheap(or free  ) resource which can perform Machine learning on whole data set .",
      "votes": null
    },
    {
      "id": "130539",
      "postDate": "08/08/2016 09:34:11",
      "content": "<p>Hi Alpha,</p>\n\n<p>I use,  I5-3550/RAM 32Gb, Windows 7Pro, R-3.2.2 64bit </p>",
      "rawMarkdown": "Hi Alpha,\r\n\r\nI use,  I5-3550/RAM 32Gb, Windows 7Pro, R-3.2.2 64bit",
      "votes": null
    },
    {
      "id": "130542",
      "postDate": "08/08/2016 09:44:26",
      "content": "<p>@ Hi Alexander ...How's your experience till now with this data size with your given resources.Working smoothly?? or you are also looking for more :)</p>",
      "rawMarkdown": "Hi Alexander ...How's your experience till now with this data size with your given resources.Working smoothly?? or you are also looking for more :)",
      "votes": null
    },
    {
      "id": "130546",
      "postDate": "08/08/2016 10:06:02",
      "content": "<p>@alpha,</p>\n\n<p>I use a macbook prod with 16GB memory, 2,5 GHz Intel Core i7, python, and packages like xgboost.  I needed to work with 32 bits data to fit in memory, I gave the code somewhere in this forum.</p>",
      "rawMarkdown": "alpha,\r\n\r\nI use a macbook prod with 16GB memory, 2,5 GHz Intel Core i7, python, and packages like xgboost.  I needed to work with 32 bits data to fit in memory, I gave the code somewhere in this forum.",
      "votes": null
    },
    {
      "id": "130547",
      "postDate": "08/08/2016 10:12:29",
      "content": "<p>[quote=Alpha;130542]</p>\n\n<p>@ Hi Alexander ...How's your experience till now with this data size with your given resources.Working smoothly?? or you are also looking for more :)</p>\n\n<p>[/quote]</p>\n\n<p>You can work ... but I would like to have a more powerful resources!  :)))</p>",
      "rawMarkdown": "[quote=Alpha;130542]\r\n\r\n@ Hi Alexander ...How's your experience till now with this data size with your given resources.Working smoothly?? or you are also looking for more :)\r\n\r\n[/quote]\r\n\r\nYou can work ... but I would like to have a more powerful resources!  :)))",
      "votes": null
    },
    {
      "id": "130548",
      "postDate": "08/08/2016 10:19:49",
      "content": "<p>@Alexander ,CPMP  Thank you .... I'm waiting for the day when Kaggle would provide sufficiently good cloud computing resources...Current 8GB RAM is only good for small data analysis with only subset of big dataset...Hope that day come soon :)</p>",
      "rawMarkdown": "Alexander ,CPMP  Thank you .... I'm waiting for the day when Kaggle would provide sufficiently good cloud computing resources...Current 8GB RAM is only good for small data analysis with only subset of big dataset...Hope that day come soon :)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 130539,
      "author_name": "alexxanderlarko",
      "author_url": "",
      "post_date": "08/08/2016 09:34:11",
      "content": "<p>Hi Alpha,</p>\n\n<p>I use,  I5-3550/RAM 32Gb, Windows 7Pro, R-3.2.2 64bit </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 130542,
      "author_name": "arpangupta87",
      "author_url": "",
      "post_date": "08/08/2016 09:44:26",
      "content": "<p>@ Hi Alexander ...How's your experience till now with this data size with your given resources.Working smoothly?? or you are also looking for more :)</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 130546,
      "author_name": "cpmpml",
      "author_url": "",
      "post_date": "08/08/2016 10:06:02",
      "content": "<p>@alpha,</p>\n\n<p>I use a macbook prod with 16GB memory, 2,5 GHz Intel Core i7, python, and packages like xgboost.  I needed to work with 32 bits data to fit in memory, I gave the code somewhere in this forum.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 130547,
      "author_name": "alexxanderlarko",
      "author_url": "",
      "post_date": "08/08/2016 10:12:29",
      "content": "<p>[quote=Alpha;130542]</p>\n\n<p>@ Hi Alexander ...How's your experience till now with this data size with your given resources.Working smoothly?? or you are also looking for more :)</p>\n\n<p>[/quote]</p>\n\n<p>You can work ... but I would like to have a more powerful resources!  :)))</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 130548,
      "author_name": "arpangupta87",
      "author_url": "",
      "post_date": "08/08/2016 10:19:49",
      "content": "<p>@Alexander ,CPMP  Thank you .... I'm waiting for the day when Kaggle would provide sufficiently good cloud computing resources...Current 8GB RAM is only good for small data analysis with only subset of big dataset...Hope that day come soon :)</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "130537": "Hi Friends, I was thinking what computational resources you guys are using for such big data set.I'm looking for cheap(or free  ) resource which can perform Machine learning on whole data set .",
    "130539": "Hi Alpha,\r\n\r\nI use,  I5-3550/RAM 32Gb, Windows 7Pro, R-3.2.2 64bit",
    "130542": "Hi Alexander ...How's your experience till now with this data size with your given resources.Working smoothly?? or you are also looking for more :)",
    "130546": "alpha,\r\n\r\nI use a macbook prod with 16GB memory, 2,5 GHz Intel Core i7, python, and packages like xgboost.  I needed to work with 32 bits data to fit in memory, I gave the code somewhere in this forum.",
    "130547": "[quote=Alpha;130542]\r\n\r\n@ Hi Alexander ...How's your experience till now with this data size with your given resources.Working smoothly?? or you are also looking for more :)\r\n\r\n[/quote]\r\n\r\nYou can work ... but I would like to have a more powerful resources!  :)))",
    "130548": "Alexander ,CPMP  Thank you .... I'm waiting for the day when Kaggle would provide sufficiently good cloud computing resources...Current 8GB RAM is only good for small data analysis with only subset of big dataset...Hope that day come soon :)"
  },
  "source": "meta"
}